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Dominant_​Color_​Analysis

Instagram image analysis
Image analysis - What information can we get from the images' dominant color?This image analysis focuses on extracting the dominant color from each of the brand's instagram posts, and explore what we can learn from their choice of color.From there on, we hope to unravel the strategy in how brands pick their images for social media. Importing the dataInput: Directory to the image folderOptional: sampling 50% of the data for faster execution Visualizing the resultsFor easier interpretation, the datahas been reduced to two plots: TheSaturation vs Value plot and the Huedistribution plot Python ScriptTo extract the data about the dominant color,this Python script resize the image, implementan algorithm to get the RGB values of that colorand convert it into HSV Read image pathsfrom local directoryGet dominantcolor in HSVSampling 50% of the data List Files/Folders Python Script Row Sampling Preprocessing forHue distribution Dominantcolor plots Image analysis - What information can we get from the images' dominant color?This image analysis focuses on extracting the dominant color from each of the brand's instagram posts, and explore what we can learn from their choice of color.From there on, we hope to unravel the strategy in how brands pick their images for social media. Importing the dataInput: Directory to the image folderOptional: sampling 50% of the data for faster execution Visualizing the resultsFor easier interpretation, the datahas been reduced to two plots: TheSaturation vs Value plot and the Huedistribution plot Python ScriptTo extract the data about the dominant color,this Python script resize the image, implementan algorithm to get the RGB values of that colorand convert it into HSV Read image pathsfrom local directoryGet dominantcolor in HSVSampling 50% of the data List Files/Folders Python Script Row Sampling Preprocessing forHue distribution Dominantcolor plots

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Created by: roberto.cadili
Created at: 2021-02-09
On NodePit since: 2022-11-17
Last update: 2024-12-17
Created with KNIME version: v4.4.1
Tags: Colour DominanceImage Processing

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